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Machine learning algorithms

A joint complex network and machine learning approach for the identification of discriminative gene communities in autistic brain

Antonio Lacalamita, Ester Pantaleo, Alfonso Monaco, Loredana Bellantuono, Alessandro Fania, Marianna La Rocca, Tommaso Maggipinto, Sabina Tangaro, Nicola Amoroso, Roberto Bellotti

published 05 Nov 2025

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Multiview state-of-health estimation for lithium-ion batteries using time–frequency image fusion and attention-based deep learning

Peijian Jin, Shuo Yang, Xinwan Xu, Chaoqun Li, Shihao Guo, Wei Yan, Hui Miao, Shimei Sun

published 03 Nov 2025

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Resampling methods for class imbalance in clinical prediction models: A scoping review protocol

Osama Abdelhay, Adam Shatnawi, Hassan Najadat, Taghreed Altamimi

published 03 Nov 2025

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Machine learning algorithms for predicting and identifying the influencing predictors of antenatal care visits among women in Bangladesh: Evidence from BDHS 2022 data

Md. A. Salam, Md. Merajul Islam, Md. Rezaul Karim

published 31 Oct 2025

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Predicting hypertension and identifying most important factors among married women in Bangladesh using machine learning approach

Novel Chandra Das, Probir Kumar Ghosh, Md. Alamgir Hossain, Uddip Acharjee Shuvo, Nipa Rani Talukder, Fatema Khatun, Mohammad Ziaul Islam Chowdhury

published 30 Oct 2025

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Credit risk prediction model for listed companies based on improved reinforcement learning and Bayesian optimization hyperband

Cai Yuanqing, Zhenming Gao, Zhang Jian, Roohallah Alizadehsani, Paweł Pławiak

published 28 Oct 2025

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Leveraging spatial data infrastructure for machine learning based building energy performance prediction

Suleyman Sisman, Abdullah Kara, Arif Cagdas Aydinoglu

published 27 Oct 2025

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Porosity prediction from well logging data via a hybrid MABC-LSSVM model

Wei Su, Jie Gao, Wensheng Wu, Haoyu Zhang

published 27 Oct 2025

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MONTUR project: Dataset for understanding and forecasting tourist flows

Marco Alderighi, Tiziana Ciano, Massimiliano Ferrara, Domenico Santoro

published 27 Oct 2025

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Self-learning adaptive neuro-fuzzy approximation of robust control behavior in electric power steering systems

Tuan Anh Nguyen, Tran Minh Ngoc Do, Thi Thu Huong Tran, The Truc Nguyen, Quang Vinh Tran

published 24 Oct 2025

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An efficient cyber-attack detection and classification in IoT networks with high-dimensional feature set using Levenberg-Marquardt optimized feedforward neural network

Quxi Kuang, Xianglin Kuang

published 24 Oct 2025

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Neural subgraph counting on stream graphs via localized updates and monotonic learning

Zhen Xie, Wenzhe Hou, Feiyang Wu, Hao Xu

published 23 Oct 2025

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A machine learning approach for predicting 72-hour mortality of hypothermic patients only using non-invasive parameters: A multi-center retrospective cohort study

Chunliang Jiang, GuoFeng Ru, GuanJun Liu, Huiquan Wang, Xin Ma, JiaMeng Xu, YiJing Fu, Jing Yuan, Guang Zhang

published 22 Oct 2025

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